Hands-free interaction system using eye tracking for people with physical disabilities.

IF 2.2 4区 医学 Q2 REHABILITATION
Marcel Saputra, Kayne Raphael Hadipoespito, Denzel Polantika, John Reigton Hartono, Sherrane Kuo, Rinda Hedwig
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引用次数: 0

Abstract

Purpose: This study presents and evaluates a hands-free eye-tracking interaction system aimed at empowering individuals with physical disabilities by facilitating inclusive digital access, in alignment with the United Nations Sustainable Development Goals (SDGs) 3 (Good Health and Well-being) and 10 (Reduced Inequalities).

Methods: The system's performance was assessed through accuracy testing, data transmission speed measurement, and frame rate stability analysis. Eye gestures were repeatedly recorded from a single user to evaluate system accuracy and responsiveness. Additionally, usability feedback was collected from 10 participants through structured questionnaires.

Results: Accuracy testing showed tightly clustered gaze points with an estimated accuracy of 90-95%. Data transmission was highly efficient, averaging 0.0003 s per data point, with consistently high throughput. The system maintained a stable frame rate of approximately 30 frames per second, enabling smooth real-time performance. User evaluations highlighted ease of use, comfort, responsiveness, and the potential to enable independent computer access, with high overall satisfaction ratings.

Conclusions: The results indicate that the proposed eye-tracking system effectively combines technical performance with user-centered design. By enabling accessible communication and interaction, it promotes digital inclusion and reduces barriers to technology for people with physical disabilities.

Significance: This technology offers a practical, inclusive solution that advances health, well-being, and social equity, supporting sustainable development through enhanced accessibility and empowerment.

使用眼动追踪的免提互动系统。
目的:本研究提出并评估了一种免提眼动追踪互动系统,旨在根据联合国可持续发展目标(sdg) 3(良好健康和福祉)和10(减少不平等),通过促进包容性数字访问,赋予身体残疾人士权力。方法:通过精度测试、数据传输速度测量和帧率稳定性分析来评估系统的性能。反复记录单个用户的眼部动作,以评估系统的准确性和响应性。此外,通过结构化问卷收集了10名参与者的可用性反馈。结果:准确度测试显示注视点紧密聚集,估计准确度为90-95%。数据传输非常高效,平均每个数据点0.0003秒,具有一贯的高吞吐量。系统保持了大约每秒30帧的稳定帧率,实现了流畅的实时性能。用户评价突出了易用性、舒适性、响应性和实现独立计算机访问的潜力,总体满意度很高。结论:所提出的眼动追踪系统有效地将技术性能与以用户为中心的设计相结合。通过实现无障碍通信和互动,它促进了数字包容,减少了残疾人使用技术的障碍。意义:该技术提供了一种实用、包容的解决方案,可促进健康、福祉和社会公平,通过增强可及性和赋权来支持可持续发展。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
5.70
自引率
13.60%
发文量
128
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